The request was a casual aside, a fleeting comment about sunlight and property values. But Thomas felt the blood drain from his face. His heart hammered against his ribs, a frantic drumbeat against a silent void.

He couldn't meet his neighbor's eyes. Instead, his gaze fixated on the cracked paving stones at his feet, as though he could find the answer to the unspoken catastrophe buried within them. His chest grew tight, making it difficult to breathe.

"But… but the birds," he choked out, his voice barely audible. He pictured the nests, the fledglings, the whole cycle of life, rendered meaningless in the face of a single, thoughtless act. He couldn't understand.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244